neural networks

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A method for designing neural networks optimally suited for certain tasks

March 31, 2023

With the right building blocks, machine-learning models can more accurately perform tasks like fraud detection or spam filtering.

Unpacking the “black box” to build better AI models

January 11, 2023

Stefanie Jegelka seeks to understand how machine-learning models behave, to help researchers build more robust models for applications in biology, computer vision, optimization, and more.